Overview
Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 1,000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 360 |
| Duplicate rows (%) | 36.0% |
| Total size in memory | 315.6 KiB |
| Average record size in memory | 323.1 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 3 |
| Boolean | 1 |
| Dataset has 360 (36.0%) duplicate rows | Duplicates |
5G Capability is highly overall correlated with Market Share (%) and 1 other fields | High correlation |
Market Share (%) is highly overall correlated with 5G Capability | High correlation |
Product Model is highly overall correlated with 5G Capability | High correlation |
Reproduction
| Analysis started | 2026-02-19 11:46:36.262441 |
|---|---|
| Analysis finished | 2026-02-19 11:46:48.745936 |
| Duration | 12.48 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
Year
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2021.456 |
| Minimum | 2019 |
|---|---|
| Maximum | 2024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 2019 |
|---|---|
| 5-th percentile | 2019 |
| Q1 | 2020 |
| median | 2021 |
| Q3 | 2023 |
| 95-th percentile | 2024 |
| Maximum | 2024 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7002808 |
|---|---|
| Coefficient of variation (CV) | 0.00084111692 |
| Kurtosis | -1.2533538 |
| Mean | 2021.456 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.025365695 |
| Sum | 2021456 |
| Variance | 2.890955 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2019 | 173 | |
| 2021 | 171 | |
| 2022 | 169 | |
| 2020 | 166 | |
| 2023 | 164 | |
| 2024 | 157 |
| Value | Count | Frequency (%) |
| 2019 | 173 | |
| 2020 | 166 | |
| 2021 | 171 | |
| 2022 | 169 | |
| 2023 | 164 | |
| 2024 | 157 |
| Value | Count | Frequency (%) |
| 2024 | 157 | |
| 2023 | 164 | |
| 2022 | 169 | |
| 2021 | 171 | |
| 2020 | 166 | |
| 2019 | 173 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Q1 |
|---|---|
| 2nd row | Q1 |
| 3rd row | Q1 |
| 4th row | Q1 |
| 5th row | Q1 |
Common Values
| Value | Count | Frequency (%) |
| Q1 | 256 | |
| Q2 | 255 | |
| Q3 | 248 | |
| Q4 | 241 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| q1 | 256 | |
| q2 | 255 | |
| q3 | 248 | |
| q4 | 241 |
Most occurring characters
| Value | Count | Frequency (%) |
| Q | 1000 | |
| 1 | 256 | 12.8% |
| 2 | 255 | 12.8% |
| 3 | 248 | 12.4% |
| 4 | 241 | 12.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| Q | 1000 | |
| 1 | 256 | 12.8% |
| 2 | 255 | 12.8% |
| 3 | 248 | 12.4% |
| 4 | 241 | 12.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| Q | 1000 | |
| 1 | 256 | 12.8% |
| 2 | 255 | 12.8% |
| 3 | 248 | 12.4% |
| 4 | 241 | 12.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| Q | 1000 | |
| 1 | 256 | 12.8% |
| 2 | 255 | 12.8% |
| 3 | 248 | 12.4% |
| 4 | 241 | 12.0% |
Product Model
Categorical
High correlation
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.0 KiB |
| Galaxy S22 5G | |
|---|---|
| Galaxy Note10 | |
| Galaxy A32 5G | |
| Galaxy Z Flip3 5G | |
| Galaxy Z Fold3 5G | |
| Other values (10) |
Length
| Max length | 17 |
|---|---|
| Median length | 13 |
| Mean length | 13.477 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Galaxy S10 |
|---|---|
| 2nd row | Galaxy Note10 |
| 3rd row | Galaxy S20 |
| 4th row | Galaxy Note20 |
| 5th row | Galaxy S21 |
Common Values
| Value | Count | Frequency (%) |
| Galaxy S22 5G | 79 | 7.9% |
| Galaxy Note10 | 74 | 7.4% |
| Galaxy A32 5G | 69 | 6.9% |
| Galaxy Z Flip3 5G | 69 | 6.9% |
| Galaxy Z Fold3 5G | 69 | 6.9% |
| Galaxy A52 5G | 68 | 6.8% |
| Galaxy Note20 | 67 | 6.7% |
| Galaxy S21 | 67 | 6.7% |
| Galaxy S10 | 66 | 6.6% |
| Galaxy A73 5G | 66 | 6.6% |
| Other values (5) | 306 |
Length
| Value | Count | Frequency (%) |
| galaxy | 1000 | |
| 5g | 666 | |
| z | 264 | 9.0% |
| s22 | 79 | 2.7% |
| note10 | 74 | 2.5% |
| a32 | 69 | 2.4% |
| flip3 | 69 | 2.4% |
| fold3 | 69 | 2.4% |
| a52 | 68 | 2.3% |
| s21 | 67 | 2.3% |
| Other values (8) | 505 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2000 | |
| 1930 | ||
| G | 1666 | |
| l | 1264 | |
| x | 1000 | 7.4% |
| y | 1000 | 7.4% |
| 5 | 796 | 5.9% |
| 2 | 611 | 4.5% |
| 3 | 331 | 2.5% |
| S | 330 | 2.4% |
| Other values (14) | 2549 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13477 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2000 | |
| 1930 | ||
| G | 1666 | |
| l | 1264 | |
| x | 1000 | 7.4% |
| y | 1000 | 7.4% |
| 5 | 796 | 5.9% |
| 2 | 611 | 4.5% |
| 3 | 331 | 2.5% |
| S | 330 | 2.4% |
| Other values (14) | 2549 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13477 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2000 | |
| 1930 | ||
| G | 1666 | |
| l | 1264 | |
| x | 1000 | 7.4% |
| y | 1000 | 7.4% |
| 5 | 796 | 5.9% |
| 2 | 611 | 4.5% |
| 3 | 331 | 2.5% |
| S | 330 | 2.4% |
| Other values (14) | 2549 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13477 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2000 | |
| 1930 | ||
| G | 1666 | |
| l | 1264 | |
| x | 1000 | 7.4% |
| y | 1000 | 7.4% |
| 5 | 796 | 5.9% |
| 2 | 611 | 4.5% |
| 3 | 331 | 2.5% |
| S | 330 | 2.4% |
| Other values (14) | 2549 |
5G Capability
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 666 | |
| False | 334 |
Units Sold
Real number (ℝ)
| Distinct | 354 |
|---|---|
| Distinct (%) | 35.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32842.99 |
| Minimum | 5309 |
|---|---|
| Maximum | 64883 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 5309 |
|---|---|
| 5-th percentile | 7473 |
| Q1 | 19327.25 |
| median | 33689 |
| Q3 | 43911 |
| 95-th percentile | 58340.25 |
| Maximum | 64883 |
| Range | 59574 |
| Interquartile range (IQR) | 24583.75 |
Descriptive statistics
| Standard deviation | 16039.771 |
|---|---|
| Coefficient of variation (CV) | 0.48837729 |
| Kurtosis | -0.95610633 |
| Mean | 32842.99 |
| Median Absolute Deviation (MAD) | 12477 |
| Skewness | 0.040410034 |
| Sum | 32842990 |
| Variance | 2.5727424 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38119 | 6 | 0.6% |
| 5465 | 6 | 0.6% |
| 42266 | 6 | 0.6% |
| 36255 | 6 | 0.6% |
| 26634 | 5 | 0.5% |
| 42820 | 5 | 0.5% |
| 15007 | 5 | 0.5% |
| 40418 | 5 | 0.5% |
| 8330 | 5 | 0.5% |
| 36216 | 5 | 0.5% |
| Other values (344) | 946 |
| Value | Count | Frequency (%) |
| 5309 | 2 | 0.2% |
| 5465 | 6 | |
| 5564 | 2 | 0.2% |
| 5718 | 2 | 0.2% |
| 6501 | 2 | 0.2% |
| 6542 | 3 | |
| 6548 | 3 | |
| 6557 | 2 | 0.2% |
| 6628 | 4 | |
| 6719 | 3 |
| Value | Count | Frequency (%) |
| 64883 | 3 | |
| 64381 | 2 | |
| 63974 | 3 | |
| 63966 | 3 | |
| 63804 | 2 | |
| 63494 | 2 | |
| 63137 | 4 | |
| 62968 | 3 | |
| 62215 | 2 | |
| 61958 | 2 |
Revenue ($)
Real number (ℝ)
| Distinct | 360 |
|---|---|
| Distinct (%) | 36.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30197332 |
| Minimum | 2987436.4 |
|---|---|
| Maximum | 84264944 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 2987436.4 |
|---|---|
| 5-th percentile | 6397386.2 |
| Q1 | 14607494 |
| median | 28012005 |
| Q3 | 41803911 |
| 95-th percentile | 65444721 |
| Maximum | 84264944 |
| Range | 81277507 |
| Interquartile range (IQR) | 27196417 |
Descriptive statistics
| Standard deviation | 18379406 |
|---|---|
| Coefficient of variation (CV) | 0.60864339 |
| Kurtosis | -0.21298281 |
| Mean | 30197332 |
| Median Absolute Deviation (MAD) | 13615176 |
| Skewness | 0.68631469 |
| Sum | 3.0197332 × 1010 |
| Variance | 3.3780258 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14185149.88 | 6 | 0.6% |
| 49899540.8 | 6 | 0.6% |
| 12091673.94 | 6 | 0.6% |
| 35842354.88 | 5 | 0.5% |
| 33782555.28 | 5 | 0.5% |
| 63070767.79 | 5 | 0.5% |
| 45919818.68 | 5 | 0.5% |
| 56176071.66 | 5 | 0.5% |
| 17977115.15 | 5 | 0.5% |
| 19621770.61 | 5 | 0.5% |
| Other values (350) | 947 |
| Value | Count | Frequency (%) |
| 2987436.384 | 2 | |
| 4212951.048 | 3 | |
| 4252116.888 | 2 | |
| 4424999.499 | 2 | |
| 4494602.493 | 3 | |
| 4828393.062 | 4 | |
| 4874859.738 | 3 | |
| 4967036.616 | 2 | |
| 5030391.84 | 2 | |
| 5136019.542 | 4 |
| Value | Count | Frequency (%) |
| 84264943.84 | 2 | |
| 82025137.2 | 2 | |
| 80946999.25 | 3 | |
| 79592293.16 | 3 | |
| 79207664.34 | 4 | |
| 78970161.31 | 2 | |
| 76740547.76 | 2 | |
| 75369161.28 | 2 | |
| 71988709.97 | 2 | |
| 71564619.92 | 3 |
Market Share (%)
Real number (ℝ)
High correlation
| Distinct | 274 |
|---|---|
| Distinct (%) | 27.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.72357 |
| Minimum | -0.49 |
|---|---|
| Maximum | 6.95 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 49 |
| Negative (%) | 4.9% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -0.49 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.635 |
| median | 3.76 |
| Q3 | 5.2825 |
| 95-th percentile | 6.65 |
| Maximum | 6.95 |
| Range | 7.44 |
| Interquartile range (IQR) | 2.6475 |
Descriptive statistics
| Standard deviation | 1.9911085 |
|---|---|
| Coefficient of variation (CV) | 0.53473104 |
| Kurtosis | -0.7364446 |
| Mean | 3.72357 |
| Median Absolute Deviation (MAD) | 1.31 |
| Skewness | -0.31978569 |
| Sum | 3723.57 |
| Variance | 3.9645129 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.02 | 13 | 1.3% |
| 0.34 | 13 | 1.3% |
| 3.88 | 12 | 1.2% |
| 4.21 | 12 | 1.2% |
| 3.44 | 11 | 1.1% |
| 6.33 | 11 | 1.1% |
| 4.66 | 9 | 0.9% |
| 5.28 | 8 | 0.8% |
| 6.1 | 8 | 0.8% |
| 3.84 | 8 | 0.8% |
| Other values (264) | 895 |
| Value | Count | Frequency (%) |
| -0.49 | 2 | 0.2% |
| -0.47 | 3 | |
| -0.42 | 2 | 0.2% |
| -0.39 | 2 | 0.2% |
| -0.36 | 3 | |
| -0.35 | 2 | 0.2% |
| -0.25 | 5 | |
| -0.23 | 3 | |
| -0.2 | 4 | |
| -0.17 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 6.95 | 3 | |
| 6.92 | 4 | |
| 6.91 | 5 | |
| 6.84 | 6 | |
| 6.83 | 7 | |
| 6.82 | 3 | |
| 6.81 | 5 | |
| 6.75 | 3 | |
| 6.71 | 6 | |
| 6.7 | 2 | 0.2% |
Regional 5G Coverage (%)
Real number (ℝ)
| Distinct | 344 |
|---|---|
| Distinct (%) | 34.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.88972 |
| Minimum | 25.34 |
|---|---|
| Maximum | 103.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 25.34 |
|---|---|
| 5-th percentile | 38.79 |
| Q1 | 50.4 |
| median | 67.05 |
| Q3 | 83.21 |
| 95-th percentile | 98.2245 |
| Maximum | 103.92 |
| Range | 78.58 |
| Interquartile range (IQR) | 32.81 |
Descriptive statistics
| Standard deviation | 19.254095 |
|---|---|
| Coefficient of variation (CV) | 0.28784834 |
| Kurtosis | -0.95536163 |
| Mean | 66.88972 |
| Median Absolute Deviation (MAD) | 16.42 |
| Skewness | 0.018700315 |
| Sum | 66889.72 |
| Variance | 370.72016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 83.96 | 10 | 1.0% |
| 69.32 | 8 | 0.8% |
| 33.54 | 8 | 0.8% |
| 87.83 | 7 | 0.7% |
| 74.46 | 7 | 0.7% |
| 48.75 | 7 | 0.7% |
| 73.54 | 6 | 0.6% |
| 75.22 | 6 | 0.6% |
| 47.84 | 6 | 0.6% |
| 67 | 6 | 0.6% |
| Other values (334) | 929 |
| Value | Count | Frequency (%) |
| 25.34 | 2 | |
| 25.7 | 3 | |
| 25.88 | 3 | |
| 27.27 | 3 | |
| 27.94 | 3 | |
| 28.49 | 3 | |
| 30.32 | 4 | |
| 30.37 | 3 | |
| 31.64 | 2 | |
| 32.09 | 2 |
| Value | Count | Frequency (%) |
| 103.92 | 2 | |
| 103.82 | 2 | |
| 103.78 | 3 | |
| 103.73 | 3 | |
| 103.57 | 3 | |
| 102.8 | 2 | |
| 102.54 | 2 | |
| 102.49 | 2 | |
| 102.38 | 2 | |
| 101.8 | 3 |
5G Subscribers (millions)
Real number (ℝ)
| Distinct | 350 |
|---|---|
| Distinct (%) | 35.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.15208 |
| Minimum | -0.89 |
|---|---|
| Maximum | 54.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 10 |
| Negative (%) | 1.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -0.89 |
|---|---|
| 5-th percentile | 6.712 |
| Q1 | 18.4125 |
| median | 29.915 |
| Q3 | 44.36 |
| 95-th percentile | 51.8 |
| Maximum | 54.94 |
| Range | 55.83 |
| Interquartile range (IQR) | 25.9475 |
Descriptive statistics
| Standard deviation | 14.537781 |
|---|---|
| Coefficient of variation (CV) | 0.48214853 |
| Kurtosis | -1.0357426 |
| Mean | 30.15208 |
| Median Absolute Deviation (MAD) | 13.01 |
| Skewness | -0.1497599 |
| Sum | 30152.08 |
| Variance | 211.34708 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.96 | 9 | 0.9% |
| 23.96 | 7 | 0.7% |
| 48.17 | 7 | 0.7% |
| 13.99 | 6 | 0.6% |
| 45.99 | 6 | 0.6% |
| 8.11 | 6 | 0.6% |
| 38.33 | 6 | 0.6% |
| 9.77 | 6 | 0.6% |
| 13.22 | 5 | 0.5% |
| 24.69 | 5 | 0.5% |
| Other values (340) | 937 |
| Value | Count | Frequency (%) |
| -0.89 | 2 | 0.2% |
| -0.65 | 4 | |
| -0.05 | 4 | |
| 0.34 | 3 | |
| 0.84 | 2 | 0.2% |
| 1.47 | 3 | |
| 1.57 | 3 | |
| 1.68 | 3 | |
| 2.27 | 2 | 0.2% |
| 2.53 | 5 |
| Value | Count | Frequency (%) |
| 54.94 | 3 | |
| 54.48 | 2 | |
| 54.35 | 2 | |
| 54.21 | 4 | |
| 53.76 | 2 | |
| 53.48 | 2 | |
| 53.4 | 2 | |
| 53.26 | 2 | |
| 52.82 | 2 | |
| 52.81 | 2 |
Avg 5G Speed (Mbps)
Real number (ℝ)
| Distinct | 358 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.22556 |
| Minimum | 50.37 |
|---|---|
| Maximum | 298.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 50.37 |
|---|---|
| 5-th percentile | 67.46 |
| Q1 | 120.41 |
| median | 177.39 |
| Q3 | 238.86 |
| 95-th percentile | 287.88 |
| Maximum | 298.7 |
| Range | 248.33 |
| Interquartile range (IQR) | 118.45 |
Descriptive statistics
| Standard deviation | 70.470934 |
|---|---|
| Coefficient of variation (CV) | 0.39319689 |
| Kurtosis | -1.1146455 |
| Mean | 179.22556 |
| Median Absolute Deviation (MAD) | 59.22 |
| Skewness | -0.018571924 |
| Sum | 179225.56 |
| Variance | 4966.1525 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 292.18 | 6 | 0.6% |
| 284.33 | 6 | 0.6% |
| 81.43 | 6 | 0.6% |
| 238.86 | 5 | 0.5% |
| 162.28 | 5 | 0.5% |
| 160.98 | 5 | 0.5% |
| 85.44 | 5 | 0.5% |
| 175.6 | 5 | 0.5% |
| 177.43 | 5 | 0.5% |
| 66.34 | 5 | 0.5% |
| Other values (348) | 947 |
| Value | Count | Frequency (%) |
| 50.37 | 2 | |
| 51.12 | 2 | |
| 51.73 | 3 | |
| 52.28 | 2 | |
| 52.52 | 3 | |
| 52.85 | 3 | |
| 54.56 | 2 | |
| 57.25 | 2 | |
| 57.27 | 3 | |
| 58.21 | 2 |
| Value | Count | Frequency (%) |
| 298.7 | 2 | |
| 297.81 | 2 | |
| 297.3 | 2 | |
| 296.75 | 2 | |
| 296.12 | 2 | |
| 295.85 | 2 | |
| 295.62 | 2 | |
| 294.91 | 3 | |
| 294.86 | 3 | |
| 294.81 | 3 |
Preference for 5G (%)
Real number (ℝ)
| Distinct | 347 |
|---|---|
| Distinct (%) | 34.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.14291 |
| Minimum | 37.14 |
|---|---|
| Maximum | 94.84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 37.14 |
|---|---|
| 5-th percentile | 43.46 |
| Q1 | 53.2675 |
| median | 66.96 |
| Q3 | 80.99 |
| 95-th percentile | 91.7235 |
| Maximum | 94.84 |
| Range | 57.7 |
| Interquartile range (IQR) | 27.7225 |
Descriptive statistics
| Standard deviation | 15.75925 |
|---|---|
| Coefficient of variation (CV) | 0.23471206 |
| Kurtosis | -1.208542 |
| Mean | 67.14291 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.00061770557 |
| Sum | 67142.91 |
| Variance | 248.35398 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 63.04 | 7 | 0.7% |
| 88.16 | 7 | 0.7% |
| 87.01 | 6 | 0.6% |
| 84.08 | 6 | 0.6% |
| 86.82 | 6 | 0.6% |
| 37.14 | 6 | 0.6% |
| 85.88 | 6 | 0.6% |
| 63.86 | 5 | 0.5% |
| 59.6 | 5 | 0.5% |
| 75.51 | 5 | 0.5% |
| Other values (337) | 941 |
| Value | Count | Frequency (%) |
| 37.14 | 6 | |
| 37.26 | 5 | |
| 38.07 | 2 | 0.2% |
| 38.28 | 3 | |
| 38.5 | 2 | 0.2% |
| 39.33 | 4 | |
| 39.57 | 2 | 0.2% |
| 40.03 | 3 | |
| 40.12 | 2 | 0.2% |
| 41.31 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 94.84 | 2 | |
| 94.7 | 2 | |
| 94.43 | 4 | |
| 94.36 | 3 | |
| 94.16 | 3 | |
| 93.45 | 4 | |
| 93.38 | 3 | |
| 93.28 | 3 | |
| 93.25 | 2 | |
| 93.2 | 3 |
Region
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.4 KiB |
| North America | |
|---|---|
| Latin America | |
| Middle East & Africa | |
| Europe | |
| Asia-Pacific |
Length
| Max length | 20 |
|---|---|
| Median length | 13 |
| Mean length | 12.879 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Asia-Pacific |
|---|---|
| 2nd row | Latin America |
| 3rd row | Middle East & Africa |
| 4th row | North America |
| 5th row | Latin America |
Common Values
| Value | Count | Frequency (%) |
| North America | 226 | |
| Latin America | 205 | |
| Middle East & Africa | 200 | |
| Europe | 192 | |
| Asia-Pacific | 177 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| america | 431 | |
| north | 226 | |
| latin | 205 | |
| middle | 200 | |
| east | 200 | |
| 200 | ||
| africa | 200 | |
| europe | 192 | |
| asia-pacific | 177 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1567 | |
| a | 1390 | 10.8% |
| r | 1049 | 8.1% |
| 1031 | 8.0% | |
| c | 985 | 7.6% |
| e | 823 | 6.4% |
| A | 808 | 6.3% |
| t | 631 | 4.9% |
| m | 431 | 3.3% |
| o | 418 | 3.2% |
| Other values (15) | 3746 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12879 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 1567 | |
| a | 1390 | 10.8% |
| r | 1049 | 8.1% |
| 1031 | 8.0% | |
| c | 985 | 7.6% |
| e | 823 | 6.4% |
| A | 808 | 6.3% |
| t | 631 | 4.9% |
| m | 431 | 3.3% |
| o | 418 | 3.2% |
| Other values (15) | 3746 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12879 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 1567 | |
| a | 1390 | 10.8% |
| r | 1049 | 8.1% |
| 1031 | 8.0% | |
| c | 985 | 7.6% |
| e | 823 | 6.4% |
| A | 808 | 6.3% |
| t | 631 | 4.9% |
| m | 431 | 3.3% |
| o | 418 | 3.2% |
| Other values (15) | 3746 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12879 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 1567 | |
| a | 1390 | 10.8% |
| r | 1049 | 8.1% |
| 1031 | 8.0% | |
| c | 985 | 7.6% |
| e | 823 | 6.4% |
| A | 808 | 6.3% |
| t | 631 | 4.9% |
| m | 431 | 3.3% |
| o | 418 | 3.2% |
| Other values (15) | 3746 |
Interactions
Correlations
| 5G Capability | 5G Subscribers (millions) | Avg 5G Speed (Mbps) | Market Share (%) | Preference for 5G (%) | Product Model | Quarter | Region | Regional 5G Coverage (%) | Revenue ($) | Units Sold | Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5G Capability | 1.000 | 0.362 | 0.089 | 0.798 | 0.396 | 0.993 | 0.000 | 0.054 | 0.412 | 0.287 | 0.348 | 0.000 |
| 5G Subscribers (millions) | 0.362 | 1.000 | 0.096 | 0.172 | 0.045 | 0.223 | 0.146 | 0.126 | 0.139 | 0.083 | 0.091 | -0.023 |
| Avg 5G Speed (Mbps) | 0.089 | 0.096 | 1.000 | 0.009 | -0.029 | 0.166 | 0.104 | 0.119 | 0.046 | 0.131 | 0.030 | 0.131 |
| Market Share (%) | 0.798 | 0.172 | 0.009 | 1.000 | 0.246 | 0.290 | 0.090 | 0.147 | 0.176 | 0.160 | 0.120 | 0.019 |
| Preference for 5G (%) | 0.396 | 0.045 | -0.029 | 0.246 | 1.000 | 0.240 | 0.105 | 0.133 | 0.020 | 0.161 | 0.060 | -0.071 |
| Product Model | 0.993 | 0.223 | 0.166 | 0.290 | 0.240 | 1.000 | 0.000 | 0.170 | 0.225 | 0.183 | 0.214 | 0.000 |
| Quarter | 0.000 | 0.146 | 0.104 | 0.090 | 0.105 | 0.000 | 1.000 | 0.073 | 0.127 | 0.110 | 0.151 | 0.000 |
| Region | 0.054 | 0.126 | 0.119 | 0.147 | 0.133 | 0.170 | 0.073 | 1.000 | 0.115 | 0.151 | 0.135 | 0.059 |
| Regional 5G Coverage (%) | 0.412 | 0.139 | 0.046 | 0.176 | 0.020 | 0.225 | 0.127 | 0.115 | 1.000 | 0.095 | 0.091 | 0.069 |
| Revenue ($) | 0.287 | 0.083 | 0.131 | 0.160 | 0.161 | 0.183 | 0.110 | 0.151 | 0.095 | 1.000 | 0.051 | -0.044 |
| Units Sold | 0.348 | 0.091 | 0.030 | 0.120 | 0.060 | 0.214 | 0.151 | 0.135 | 0.091 | 0.051 | 1.000 | 0.000 |
| Year | 0.000 | -0.023 | 0.131 | 0.019 | -0.071 | 0.000 | 0.000 | 0.059 | 0.069 | -0.044 | 0.000 | 1.000 |
Missing values
Sample
| Year | Quarter | Product Model | 5G Capability | Units Sold | Revenue ($) | Market Share (%) | Regional 5G Coverage (%) | 5G Subscribers (millions) | Avg 5G Speed (Mbps) | Preference for 5G (%) | Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2019 | Q1 | Galaxy S10 | No | 26396 | 4.212951e+06 | 1.04 | 57.36 | 39.55 | 293.10 | 55.87 | Asia-Pacific |
| 1 | 2019 | Q1 | Galaxy Note10 | No | 25671 | 7.240266e+06 | 2.82 | 85.80 | 42.58 | 67.46 | 37.26 | Latin America |
| 2 | 2019 | Q1 | Galaxy S20 | No | 16573 | 2.560833e+07 | -0.03 | 47.02 | 3.78 | 77.25 | 84.66 | Middle East & Africa |
| 3 | 2019 | Q1 | Galaxy Note20 | No | 7177 | 2.198442e+07 | 0.84 | 25.70 | 23.41 | 105.27 | 40.03 | North America |
| 4 | 2019 | Q1 | Galaxy S21 | No | 45633 | 1.634244e+07 | 2.36 | 89.13 | 44.43 | 206.17 | 76.88 | Latin America |
| 5 | 2019 | Q1 | Galaxy A32 5G | Yes | 15912 | 1.717833e+07 | 5.41 | 59.12 | 12.14 | 179.15 | 80.79 | Middle East & Africa |
| 6 | 2019 | Q1 | Galaxy A52 5G | Yes | 7231 | 4.863981e+07 | 5.90 | 52.94 | 44.36 | 259.16 | 77.55 | Latin America |
| 7 | 2019 | Q1 | Galaxy A73 5G | Yes | 58711 | 7.017578e+07 | 4.92 | 79.95 | 49.70 | 191.42 | 74.83 | Europe |
| 8 | 2019 | Q1 | Galaxy Z Fold2 5G | Yes | 40641 | 5.195956e+07 | 2.64 | 44.77 | 31.27 | 151.18 | 66.51 | North America |
| 9 | 2019 | Q1 | Galaxy Z Flip3 5G | Yes | 38119 | 4.989954e+07 | 6.84 | 51.21 | 38.33 | 284.33 | 87.01 | Latin America |
| Year | Quarter | Product Model | 5G Capability | Units Sold | Revenue ($) | Market Share (%) | Regional 5G Coverage (%) | 5G Subscribers (millions) | Avg 5G Speed (Mbps) | Preference for 5G (%) | Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 2020 | Q1 | Galaxy A32 5G | Yes | 42883 | 1.858873e+07 | 6.37 | 72.87 | 45.86 | 273.59 | 52.90 | Asia-Pacific |
| 991 | 2023 | Q1 | Galaxy Z Flip5 5G | Yes | 11658 | 1.413069e+07 | 4.81 | 64.15 | 50.51 | 117.92 | 62.56 | Europe |
| 992 | 2020 | Q1 | Galaxy S22 5G | Yes | 40807 | 2.840947e+07 | 3.04 | 47.56 | 33.59 | 95.38 | 57.91 | Latin America |
| 993 | 2019 | Q4 | Galaxy Z Flip3 5G | Yes | 34541 | 2.330878e+07 | 4.03 | 59.35 | 8.37 | 138.67 | 80.35 | Latin America |
| 994 | 2019 | Q4 | Galaxy S22 5G | Yes | 6719 | 3.831129e+07 | 5.38 | 42.55 | 50.32 | 110.97 | 87.80 | Asia-Pacific |
| 995 | 2023 | Q4 | Galaxy S22 5G | Yes | 36216 | 2.995937e+07 | 3.82 | 70.59 | 46.92 | 177.43 | 63.86 | Latin America |
| 996 | 2022 | Q2 | Galaxy S21 | No | 33806 | 2.369938e+07 | -0.23 | 77.31 | 47.51 | 129.70 | 78.41 | North America |
| 997 | 2022 | Q1 | Galaxy S10 | No | 23678 | 2.330203e+07 | 0.58 | 45.61 | 43.79 | 156.56 | 72.06 | Europe |
| 998 | 2023 | Q4 | Galaxy Note10 | No | 35697 | 1.946256e+07 | 2.49 | 36.55 | 36.44 | 236.39 | 47.11 | North America |
| 999 | 2020 | Q4 | Galaxy Note20 | No | 7473 | 1.962177e+07 | 3.88 | 74.66 | 27.55 | 177.22 | 72.36 | North America |
Duplicate rows
Most frequently occurring
| Year | Quarter | Product Model | 5G Capability | Units Sold | Revenue ($) | Market Share (%) | Regional 5G Coverage (%) | 5G Subscribers (millions) | Avg 5G Speed (Mbps) | Preference for 5G (%) | Region | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2019 | Q1 | Galaxy S22 5G | Yes | 36255 | 1.209167e+07 | 4.66 | 56.50 | 9.77 | 81.43 | 85.88 | Middle East & Africa | 6 |
| 11 | 2019 | Q1 | Galaxy Z Flip3 5G | Yes | 38119 | 4.989954e+07 | 6.84 | 51.21 | 38.33 | 284.33 | 87.01 | Latin America | 6 |
| 199 | 2022 | Q2 | Galaxy Note10 | No | 5465 | 1.418515e+07 | 1.97 | 73.54 | 45.99 | 292.18 | 37.14 | North America | 6 |
| 4 | 2019 | Q1 | Galaxy Note10 | No | 25671 | 7.240266e+06 | 2.82 | 85.80 | 42.58 | 67.46 | 37.26 | Latin America | 5 |
| 25 | 2019 | Q2 | Galaxy S23 5G | Yes | 36613 | 6.307077e+07 | 3.25 | 83.96 | 13.22 | 280.73 | 75.51 | North America | 5 |
| 110 | 2020 | Q4 | Galaxy Note20 | No | 7473 | 1.962177e+07 | 3.88 | 74.66 | 27.55 | 177.22 | 72.36 | North America | 5 |
| 125 | 2021 | Q1 | Galaxy Note20 | No | 36476 | 9.769649e+06 | 0.40 | 67.05 | 29.96 | 138.12 | 52.54 | Europe | 5 |
| 135 | 2021 | Q2 | Galaxy A14 5G | Yes | 33576 | 1.575834e+07 | 6.65 | 73.37 | 14.85 | 69.65 | 58.52 | Europe | 5 |
| 136 | 2021 | Q2 | Galaxy A32 5G | Yes | 26634 | 1.797712e+07 | 2.97 | 45.93 | 52.08 | 238.86 | 74.08 | Middle East & Africa | 5 |
| 156 | 2021 | Q3 | Galaxy S10 | No | 39031 | 1.860894e+07 | 3.81 | 33.54 | 15.30 | 107.98 | 58.30 | Asia-Pacific | 5 |